No-shows are a major source of waste in the US health care system. One way to minimize no- shows is with targeted overbooking. If we can predict which patients are most likely to no-show, we can overbook that time slot. Youve been asked to build such a predictive model. Do you see any issues with building such a model? 250 words!.